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Biostatistical Methods in Epidemiology流行病学中的生物统计方法
高校老师推荐的一本好书，找了好久才找到的~~
讲得很好！很实用！看看目录的编排就知道了，和一般的流行病或统计分析书大不相同。拿上来和大家一起分享~~
contents
1.Introduction
1.1 Probability
1.2 Parameter Estimation
1.3 Random Sampling
2. Measurement Issues in Epidemiology
2.1 Systematic and Random Error
2.2 Measures of Effect
2.3 Confounding
2.4 Collapsibility Approach to Confounding
2.5 Counterfactual Approach to Confounding
2.6 Methods to Control Confounding
2.7 Bias Due to an Unknown Confounder
2.8 Misclassification2.9 Scope of this Book
3. Binomial Methods for Single Sample Closed Cohort Data
3.1 Exact Methods
3.2 Asymptotic Methods
4. Odds Ratio Methods for Unstratified Closed Cohort Data
4.1 Asymptotic Unconditional Methods for a Single 2 x 2 Table
4.2 Exact Conditional Methods for a Single 2 x 2 Table
4.3 Asymptotic Conditional Methods for a Single 2 x 2 Table
4.4 Cornfield's Approximation
4.5 Summary of Examples and Recommendations
4.6 Asymptotic Methods for a Single 2 x I Table
5. Odds Ratio Methods for Stratified Closed Cohort Data
5.1 Asymptotic Unconditional Methods for J(2 x 2) Tables
5.2 Asymptotic Conditional Methods for J(2 x 2) Tables
5.3 Mantel–Haenszel Estimate of the Odds Ratio
5.4 Weighted Least Squares Methods for J(2 x 2) Tables
5.5 Interpretation Under Heterogeneity
5.6 Summary of 2 x 2 Examples and Recommendations
5.7 Asymptotic Methods for J(2 x 1) Tables
6. Risk Ratio Methods for Closed Cohort Data
6.1 Asymptotic Unconditional Methods for a Single 2 x 2 Table
6.2 Asymptotic Unconditional Methods for J(2 x 2) Tables
6.3 Mantel–Haenszel Estimate of the Risk Ratio
6.4 Weighted Least Squares Methods for J(2 x 2) Tables
6.5 Summary of Examples and Recommendations
7. Risk Difference Methods for Closed Cohort Data
7.1 Asymptotic Unconditional Methods for a Single 2 x 2 Table
7.2 Asymptotic Unconditional Methods for J(2 x 2) Tables
7.3 Mantel–Haenszel Estimate of the Risk Difference
7.4 Weighted Least Squares Methods for J(2 x 2) Tables
7.5 Summary of Examples and Recommendations
8. Survival Analysis
8.1 Open Cohort Studies and Censoring
8.2 Survival Functions and Hazard Functions
8.3 Hazard Ratio
8.4 Competing Risks
9. Kaplan–Meier and Actuarial Methods for Censored Survival Data
9.1 Kaplan–Meier Survival Curve
9.2 Odds Ratio Methods for Censored Survival Data
9.3 Actuarial Method
10. Poisson Methods for Censored Survival Data
10.1 Poisson Methods for Single Sample Survival Data
10.2 Poisson Methods for Unstratified Survival Data
10.3 Poisson Methods for Stratified Survival Data
11. Odds Ratio Methods for Case–Control Data
11.1 Justification of the Odds Ratio Approach
11.2 Odds Ratio Methods for Matched–Pairs Case–Control Data
11.3 Odds Ratio Methods for (1 : M) Matched Case–Control Data
12. Standardized Rates and Age–Period–Cohort Analysis
12.1 Population Rates
12.2 Directly Standardized Death Rate
12.3 Standardized Mortality Ratio12.4 Age–Period–Cohort Analysis
13. Life Tables
13.1 Ordinary Life Table
13.2 Multiple Decrement Life Table
13.3 Case-Deleted Life Table
13.4 Analysis of Morbidity Using Life Tales
14. Sample Size and Power
14.1 Sample Size for a Prevalence Study
14.2 Sample Size for a Closed Cohort Study
14.3 Sample Size for an Open Cohort Study
14.4 Sample Size for an Incidence Case–Control Study
14.5 Controlling for Confounding
14.6 Power
15. Logistic Regression and Cox Regression
15.1 Logistic Regression
15.2 Cox Regression
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